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    Docker platform word cloud 3d illustration
    Panoramic banner of man holds a collection of icons representing robotic process automation and software management
    Development Platforms

    Software-controlled automated systems optimize data collection and communication

    Mike Bacidore
    Control, monitor and adjust processes through software interfaces, rather than rewiring or manually adjusting hardware
    Adult electrician builder engineer testing and screwing equipment in fuse box and repairing of modern electricity power station
    Development Platforms

    SDA allows modular control systems and integration of components from multiple vendors

    Mike Bacidore
    Decoupling of hardware and software allows for standardized automation applications to run across IT and OT hardware platforms
    Low Angle Shot In Fully Working Data Center IT Engineer Installs Hard Drive into Server Rack
    Development Platforms

    Software-designed automation is a mindset change from hardware approach

    Mike Bacidore
    SDA emphasizes flexible, open-source, universal protocols and agnostic platforms
    Photo: ACS
    University of Wisconsin Engine Research Center. Photo: ACS
    Development Platforms

    Software-defined automation expands its range and penetration

    Mike Bacidore
    ACS’ Roy Krans explains how SDA reduces reliance on proprietary hardware, enables remote monitoring and updates, speeds deployment and supports machine learning
    shutterstock_2425426569
    Development Platforms

    Unified namespace encourages more dynamic control architectures

    Tobey Strauch
    Increased complexity warrants modularized software and interfaces for improved functionality, authority, modularity and scalability
    shutterstock_2149672191
    Development Platforms

    8 steps to the reverse-engineering process

    Tobey Strauch
    Use system thinking to see, hear and feel the components of a function
    shutterstock_2550038171
    Development Platforms

    AI advancements for automation

    As AI automates programming tasks, the industrial workforce’s specialized knowledge becomes essential in guiding intelligent systems
    shutterstock_2259347855
    Development Platforms

    Partnership creates condition monitoring tool

    Siemens’ Xcelerator platform offers advanced monitoring and quality control features, especially in tool condition management
    Development Platforms

    Unlocking the power of digital twins: a guide for system integrators

    Anna Townshend
    From design validation to predictive maintenance, digital twins maximize efficiency and performance across the project lifecycle
    Development Platforms

    Digital twins provide insights during machine design and validation processes

    Anna Townshend
    A comprehensive digital twin can benefit the design verification and follow equipment to optimize production
    Development Platforms

    The rising importance of the digital twin

    Digital twins have become a make-or-break resource for controls engineers
    Development Platforms

    Power drive systems get a boost from digital twins

    Siemens' approach to digital twin adoption includes the development of a digital model to test temperature rise for a power drive component